## OGR data source with driver: ESRI Shapefile
## Source: "C:\Users\roryb\OneDrive\Desktop\QMSS\Spring 2022\Group-E_Climate-Real-Estate\data\shape files", layer: "California_Zip_Codes"
## with 1721 features
## It has 9 fields
## zip_code date mean_rent
## 1 95401 2022-02-28 229080
## 2 95401 2022-01-31 221769
## 3 95401 2021-12-31 219648
## 4 95401 2021-11-30 214535
## 5 95401 2021-10-31 214157
## 6 95401 2021-09-30 211991
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## 13 95401 2021-02-28 191110
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## 27 95401 2019-12-31 167294
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## class : SpatialPolygonsDataFrame
## features : 6
## extent : -291756.3, 482646.6, 7831377, 10131299 (xmin, xmax, ymin, ymax)
## variables : 2
## # A tibble: 6 x 2
## zip_code po_name
## <chr> <chr>
## 1 00012 Mt Meadows Area
## 2 00016 Sequoia National Forest
## 3 00017 Northeast Fresno County
## 4 00018 Los Padres Ntl Forest
## 5 00019 Lassen Ntl Forest
## 6 00020 Sierra National Forest
## class : SpatialPolygonsDataFrame
## features : 2347
## extent : -124.4152, -114.1312, 32.53434, 42.00952 (xmin, xmax, ymin, ymax)
## variables : 4
## # A tibble: 2,347 x 4
## zip_code po_name date mean_rent
## <chr> <chr> <chr> <dbl>
## 1 00012 Mt Meadows Area <NA> NA
## 2 00016 Sequoia National Forest <NA> NA
## 3 00017 Northeast Fresno County <NA> NA
## 4 00018 Los Padres Ntl Forest <NA> NA
## 5 00019 Lassen Ntl Forest <NA> NA
## 6 00020 Sierra National Forest <NA> NA
## 7 00022 Jackson St Forest <NA> NA
## 8 00026 East Tulare County <NA> NA
## 9 00028 Plumas Ntl Forest <NA> NA
## 10 00029 Tahoe National Forest <NA> NA
## # ... with 2,337 more rows
## Simple feature collection with 632 features and 4 fields
## Geometry type: MULTIPOLYGON
## Dimension: XY
## Bounding box: xmin: -122.8514 ymin: 38.33225 xmax: -122.519 ymax: 38.57335
## CRS: +proj=longlat +datum=WGS84 +no_defs
## First 10 features:
## zip_code po_name date mean_rent geometry
## 1327 95401 Santa Rosa 2021-07-31 210978 MULTIPOLYGON (((-122.794 38...
## 1328 95401 Santa Rosa 2021-06-30 207557 MULTIPOLYGON (((-122.794 38...
## 1329 95401 Santa Rosa 2022-02-28 229080 MULTIPOLYGON (((-122.794 38...
## 1330 95401 Santa Rosa 2022-01-31 221769 MULTIPOLYGON (((-122.794 38...
## 1331 95401 Santa Rosa 2021-12-31 219648 MULTIPOLYGON (((-122.794 38...
## 1332 95401 Santa Rosa 2021-11-30 214535 MULTIPOLYGON (((-122.794 38...
## 1333 95401 Santa Rosa 2021-10-31 214157 MULTIPOLYGON (((-122.794 38...
## 1334 95401 Santa Rosa 2021-09-30 211991 MULTIPOLYGON (((-122.794 38...
## 1335 95401 Santa Rosa 2021-08-31 212227 MULTIPOLYGON (((-122.794 38...
## 1336 95401 Santa Rosa 2020-06-30 176161 MULTIPOLYGON (((-122.794 38...
## Simple feature collection with 5 features and 4 fields
## Geometry type: MULTIPOLYGON
## Dimension: XY
## Bounding box: xmin: -122.8514 ymin: 38.34978 xmax: -122.519 ymax: 38.55546
## CRS: +proj=longlat +datum=WGS84 +no_defs
## zip_code po_name date mean_rent geometry
## 1 95401 Santa Rosa 2016-09-30 153100 MULTIPOLYGON (((-122.794 38...
## 2 95403 Santa Rosa 2016-09-30 145360 MULTIPOLYGON (((-122.736 38...
## 3 95405 Santa Rosa 2016-09-30 473517 MULTIPOLYGON (((-122.6486 3...
## 4 95407 Santa Rosa 2016-09-30 100884 MULTIPOLYGON (((-122.6873 3...
## 5 95409 Santa Rosa 2016-09-30 149907 MULTIPOLYGON (((-122.521 38...